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MixedIntegerProgramming with more than 2 indexes

asked 2024-03-15 15:45:34 +0100

Cyrille gravatar image

updated 2024-03-15 16:26:23 +0100

Some integer linear programming needs more indexes than two. But this works

p = MixedIntegerLinearProgram(maximization=False, solver="GLPK")
x = p.new_variable(integer=True, nonnegative=True)
p.set_objective(sum(sum(x[i,t] for t in range(10)) for i in range(5)));
p.add_constraint(sum(sum(x[i,t] for t in range(10)) for i in range(5))<=1);
p.show()

and this doesn't.

p = MixedIntegerLinearProgram(maximization=False, solver="GLPK")
x = p.new_variable(integer=True, nonnegative=True)
p.set_objective(sum(sum(sum(x[i,j,t] for t in range(10)) for i in range(5)))for j in range(5));
p.add_constraint(sum(sum(sum(x[i,j,t] for t in range(10)) for i in range(5))) for j in range(5));
p.show()

Is there a way out ?

I would ask for uniformity of notations. The code for sum() is not the same in Linear programming and outside. This is missleading.

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Comments

Closing parenthesis are not well placed. This is working

p = MixedIntegerLinearProgram(maximization=False, solver="GLPK")
x = p.new_variable(integer=True, nonnegative=True)
p.set_objective(sum(sum(sum(x[i,j,t] for t in range(10)) for i in range(5)) for j in range(5)));
p.add_constraint(sum(sum(sum(x[i,j,t] for t in range(10)) for i in range(5)) for j in range(5)) <= 1);
p.show()
David Coudert gravatar imageDavid Coudert ( 2024-03-16 09:46:53 +0100 )edit

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answered 2024-03-15 17:58:01 +0100

Max Alekseyev gravatar image

updated 2024-03-15 21:53:38 +0100

A simple solution is to use tuples as indices, that is, x[(i,j,t)] instead of x[i,j,t]. They may have as many elements as you like.

As for the sum(), it is enough to call it once, no matter how many summation indices you have inside - e.g.:

sum( x[(i,j,t)] for t in range(10) for i in range(5) for j in range(5) )
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Asked: 2024-03-15 15:45:34 +0100

Seen: 111 times

Last updated: Mar 15